Elvira Agrón
According to our database1,
Elvira Agrón
authored at least 10 papers
between 2018 and 2022.
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Bibliography
2022
Predicting myocardial infarction through retinal scans and minimal personal information.
Nat. Mach. Intell., 2022
Deep learning automated diagnosis and quantitative classification of cataract type and severity: quantifying the effectiveness and usability of deep learning-assisted disease diagnosis models with 14 ophthalmologists and multi-center validations.
Proceedings of the AMIA 2022, 2022
2021
Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.
J. Am. Medical Informatics Assoc., 2021
2020
npj Digit. Medicine, 2020
Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration.
CoRR, 2020
Proceedings of the AMIA 2020, 2020
2019
A deep learning approach for automated detection of geographic atrophy from color fundus photographs.
CoRR, 2019
A deep learning-based survival model for prediction of progression in late Age-related Macular Degeneration (AMD) from color fundus photographs.
Proceedings of the AMIA 2019, 2019
2018
A multi-task deep learning model for the classification of Age-related Macular Degeneration.
CoRR, 2018
DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs.
CoRR, 2018